Bayes factors for logistic (mixed effect) models by Silvey, C, Dienes, Z, Wonnacott, E

“…We illustrate this using mainly the estimates from frequentist logistic mixed-effects models (because of their widespread adoption) but also using Bayesian model comparison with Bayesian hierarchical models (which have increased flexibility). …”

Study of local site effects using microtremor survey method by Zhu, Cheng.

“…Local site effects are typically characterized by the shear-wave velocity profile of the subsurface layers or the fundamental frequency of the site, which can be obtained by various means. …”
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The robust estimation method for a finite mixture of Poisson mixed-effect models by Xiang, Liming, Yau, Kelvin K. W., Lee, Andy H.

“…When analyzing clustered count data derived from several latent subpopulations, the finite mixture of the Poisson mixed-effect model is an immediate strategy to model the underlying heterogeneity. …”
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A two-part mixed-effects model for analyzing clustered time-to-event data with clumping at zero by Zhao, Jian, Zhao, Yun, Xiang, Liming, Khanal, Vishnu, Binns, Colin W, Lee, Andy H.

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The adoption, diffusion and impact of an auditing documentation software in a Singapore public accounting firm : a case study by Goh, Lay Hoon, Loy, Heng Heen, Seow, Kuan Yeow

“…The project team found that A+ had a mixed effect on auditor performance and work satisfaction. …”
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Effects of a participatory-art based intervention on holistic health outcomes of Singapore older community dwellers: the Singapore a-health study by Ho, Reen Wan Li

“…Intervention group participants were hypothesised to experience unique improvements in frailty, wellbeing and quality of life over the 12 weeks. Linear mixed-effect models did not find quantitative evidence for intervention effects, though a thematic analysis uncovered four themes pointing to benefits of the intervention: promoting cognitive stimulation, enhancing perceived self-efficacy, enabling social involvement and fostering art appreciation. …”
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Translated and culturally adapted internet-delivered cognitive therapy for social anxiety disorder in Japanese clinical settings: study protocol for a randomised controlled trial by Yoshinaga, N, Thew, G, Hayashi, Y, Tanoue, H, Nakai, M, Clark, DM

“…The primary analyses will be conducted on an intent-to-treat basis, comparing the primary and secondary outcome measures between groups using linear mixed-effect models, along with additional mediation analysis. …”

Variable selection in parametric and semiparametric models by Lin, Bingqing

“…There are relatively less papers discussing model selection problems in some special but important parametric and semiparametric models, such as linear mixed-effects model, partially varying-coefficient single-index model and single-index-coefficient regression model. …”
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Relative importance of soil properties and functional diversity to the spatial pattern of the forest soil nitrogen by Kang, Jian, Deng, Zebang, Zhang, Zhongrui, Chen, Shuilian, Huang, Jianguo, Ding, Xiaogang

“…However, few studies have investigated the factors influencing SN. The linear mixing effect and generalized additivity model were used to investigate the spatial patterns and influencing factors of SN by collecting and measuring the total nitrogen content of forest soil samples in the middle and lower reaches of the Xijiang River Basin (XRB). …”
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The relationship between viral clearance rates and disease progression in early symptomatic COVID-19: a systematic review and meta-regression analysis by Singh, S, Boyd, S, Schilling, WHK, Watson, JA, Mukaka, M, White, NJ

“…The relationship between the clinical and virological treatment effects was assessed by mixed-effects meta-regression.</p> <p><strong>Results:&nbsp;</strong>From 57 potentially eligible RCTs, VCRRs were derived for 44 (52 384 participants); 32 had &ge;1 clinical endpoint in each arm. …”

Sudden gains in internet cognitive therapy for social anxiety disorder in routine clinical practice by Yim, SH, Clark, DM, Salkovskis, PM, Thew, GR

“…Of 193 treated patients, 146 provided sufficient data to permit analysis. Linear mixed effects models were used to examine the impact of sudden gains on clinical outcomes, and examine changes in negative social cognitions, self-focused attention, and depressed mood.…”

Testing the effect of ecolabels on the environmental impact of food purchases in worksite cafeterias: a randomised controlled trial by Luick, M, Stewart, C, Clark, M, Bateman, P, Biggs, E, Cook, B, Little, M, Wren, GM, Jebb, SA, Pechey, R

“…The mean weekly environmental impact scores of hot meal options over the full 12-week trial period were assessed using hierarchical mixed effects models. Results: There was no significant effect of the intervention on the environmental impact scores of meals sold (mean difference between control and intervention sites: -1.4%, 95%CI: -33.6%, + 30.8%). …”

A Dirichlet-multinomial mixed model for determining differential abundance of mutational signatures by Morrill Gavarró, L, Couturier, D, Markowetz, F

“…Results: We propose a mixed-effects Dirichlet-multinomial model: within-patient correlations are taken into account with random effects, possible correlations between signatures by making such random effects multivariate, and a group-specific dispersion parameter can deal with particularities of the groups. …”

Unexpected anthropogenic emission decreases explain recent atmospheric mercury concentration declines by Feinberg, Aryeh, Selin, Noelle E., Braban, Christine F., Chang, Kai-Lan, Custódio, Danilo, Jaffe, Daniel A., Kyllönen, Katriina, Landis, Matthew S., Leeson, Sarah R., Luke, Winston, Molepo, Koketso M., Murovec, Marijana, Nerentorp Mastromonaco, Michelle G., Aspmo Pfaffhuber, Katrine, Rüdiger, Julian, Sheu, Guey-Rong, St. Louis, Vincent L.

“…Here, we assess the observed trends in gaseous elemental mercury (Hg0) in the NH and apply biogeochemical box modeling and chemical transport modeling to understand the trend drivers. Using linear mixed effects modeling of observational data from 51 stations, we find negative Hg0 trends in most NH regions, with an overall trend for 2005 to 2020 of −0.011 ± 0.006 ng m−3 y−1 (±2 SD). …”
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Joint modelling of longitudinal data: a scoping review of methodology and applications for non-time to event data by Ouko, RK, Mukaka, M, Ohuma, EO

“…Most joint models were based on a frequentist approach (48 studies; 65%) and applied a linear mixed-effects model. The random effect was the most commonly applied association structure for linking two sub-models (63 studies; 85%). …”

Ethnicity and anthropometric deficits in children: A cross-sectional analysis of national survey data from 18 countries in sub-Saharan Africa by Tusting, LS, Mishra, S, Gibson, HS, Lindsay, SW, Weiss, DJ, Flaxman, S, Bhatt, S

“…In a cross-sectional analysis, the odds of stunting (low height-for-age), wasting (low weight-for-height) and underweight (low weight-for-age) were modelled in relation to ethnic group using a generalised linear hierarchical mixed-effects model, controlling for survey design and environmental, socioeconomic and clinical variables. …”

Evaluating the home-based intervention strategy (HIS-UK) to reduce new chlamydia infection among young men aged 16–25 years by promoting correct and consistent condom use: findings... by Stone, N, Graham, C, Bremner, S, McGrath, N, Bedford, R, Brown, KE, Newby, K, Clarke, A, Jackson, L, Morrison, L, Nadarzynski, T, To, Y

“…Secondary outcomes analysed using linear mixed effects models with fixed effects and a random effect for the repeated measures, and generalised estimating equations with a logit link, adjusting for fixed effects and specifying an autoregressive-1 correlation structure. …”

Burden of disease scenarios for 204 countries and territories, 2022-2050: a forecasting analysis for the Global Burden of Disease Study 2021 by Vollset, SE, Ababneh, HS, Abate, YH, Lacey, BWH, GBD 2021 Forecasting Collaborators

“…Cause-specific mortality was modelled using mixed-effects models with SDI and time as the main covariates, and the combined impact of causal risk factors as an offset in the model. …”

Global fertility in 204 countries and territories, 1950–2021, with forecasts to 2100: a comprehensive demographic analysis for the Global Burden of Disease Study 2021 by Bhattacharjee, NV, Schumacher, AE, Aali, A, Almidani, O, Bandyopadhyay, S, Graham, SM, Lacey, BWH, Maude, RJ, Runghien, T, Rodriguez, JAB

“…CCF50 as a proportion of each 5-year ASFR was predicted using a linear mixed-effects model with fixed-effects covariates (female educational attainment and contraceptive met need) and random intercepts for geographical regions. …”

Early Immune Regulatory Changes in a Primary Controlled Human Plasmodium vivax Infection: CD1c + Myeloid Dendritic Cell Maturation Arrest,... by Yeo, Tsin Wen, Woodberry, Tonia, Loughland, Jessica R., Minigo, Gabriela, Burel, Julie G., Amante, Fiona H., Piera, Kim A., McNeil, Yvette, Good, Michael F., Doolan, Denise L., Engwerda, Christian R., McCarthy, James S., Anstey, Nicholas M.

“…At peak parasitemia, Treg presented an activated CD4+ CD25+ CD127lo CD45RA− phenotype and upregulated TNFR2 expression. In a mixed-effects model, the KT ratio was positively associated with an increase in activated Treg. …”
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